André Hottung
André Hottung
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Deep learning assisted heuristic tree search for the container pre-marshalling problem
A Hottung, S Tanaka, K Tierney
Computers & Operations Research 113, 104781, 2020
Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem
A Hottung, K Tierney
arXiv preprint arXiv:1911.09539, 2019
A biased random-key genetic algorithm for the container pre-marshalling problem
A Hottung, K Tierney
Computers & Operations Research 75, 83-102, 2016
Learning a latent search space for routing problems using variational autoencoders
A Hottung, B Bhandari, K Tierney
International Conference on Learning Representations, 2021
Efficient Active Search for Combinatorial Optimization Problems
A Hottung, YD Kwon, K Tierney
arXiv preprint arXiv:2106.05126, 2021
Machine learning meets partner matching: Predicting the future relationship quality based on personality traits
I Großmann, A Hottung, A Krohn-Grimberghe
PloS one 14 (3), e0213569, 2019
Context-and Data-driven Satisfaction Analysis of User Interface Adaptations Based on Instant User Feedback
E Yigitbas, A Hottung, SM Rojas, A Anjorin, S Sauer, G Engels
Proceedings of the ACM on Human-Computer Interaction 3 (EICS), 1-20, 2019
Neural large neighborhood search for routing problems
A Hottung, K Tierney
Artificial Intelligence 313, 103786, 2022
Simulation-guided Beam Search for Neural Combinatorial Optimization
J Choo, YD Kwon, J Kim, J Jae, A Hottung, K Tierney, Y Gwon
arXiv preprint arXiv:2207.06190, 2022
The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems
L Bliek, P da Costa, RR Afshar, Y Zhang, T Catshoek, D Vos, S Verwer, ...
arXiv preprint arXiv:2201.10453, 2022
Predicting relationship quality based on personality traits: A machine learning approach to improve reproducibility
I Großmann, A Hottung, AK Grimberghe
Empirische Evaluationsmethoden Band 22 Workshop 2017, 83, 2018
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